⚡ AI-Powered E-Commerce Suite

Steva Solves Your E-Commerce Problems

7 AI products, 1 platform. Each one built with real ML models, real FastAPI backend, and real business impact — not mockups.

AI Products

7

In this platform

Models Live

7/7

All 7 Active

Backend

FastAPI

Railway · Production

Stack

Next.js

App Router · RSC

Platform Architecture

🖥️Next.js Frontend

app/ · This UI

FastAPI Backend

api.py · REST

🧠AI Models

sklearn · pkl

🗄️PostgreSQL

Railway DB

Frontend kirim request → FastAPI route ke model yang tepat → AI Model proses data → hasil balik ke frontend. Setiap AI product = 1 endpoint group.

Build Roadmap

Phase 1

Churn AI

✓ Complete

Phase 2

Recommendation

✓ Complete

Phase 3

Pricing AI

✓ Complete

Phase 4

Fraud Detection

✓ Complete

Phase 5

Marketing AI

✓ Complete

Phase 6

Customer Intel

✓ Complete

Phase 7

Demand Forecasting

✓ Complete

AI Products — Click to Open

Churn AI

Customer Churn Intelligence

LIVE

Upload CSV · AI predicts who will leave · See exact revenue at risk · Take action before it's too late.

Churn ProbabilityRevenue at RiskRisk Segmentation12 Analytics Dimensions
Open Dashboard

Recommendation AI

Hybrid Product Recommender

LIVE

Collaborative Filtering + Content-Based hybrid engine. Personalized top-N recommendations that increase AOV and revenue.

Personalized RecsTrending ProductsUpsell & Cross-sellRevenue Uplift
Open Dashboard

Pricing AI

Dynamic Price Optimization

LIVE

Price elasticity analysis + demand forecasting. Optimal price per SKU that maximizes revenue without losing customers.

Elasticity CurvesOptimal Price/SKURevenue DeltaCompetitor Benchmarks
Open Dashboard

Fraud Detection AI

Real-Time Anomaly Detection

LIVE

Isolation Forest + rule-based flagging. Detect suspicious transactions in real-time before they cost you money.

Fraud Score/TransactionAmount at RiskAnomaly PatternsRisk Heatmap
Open Dashboard

Marketing AI

RFM Segmentation & CLV

LIVE

RFM analysis + Customer Lifetime Value prediction. Know exactly who to target, with what message, at what budget.

RFM SegmentsCLV per CustomerCampaign ROIBudget Allocation
Open Dashboard
🔍

Customer Intelligence AI

360° Customer View

LIVE

K-Means behavior clustering + lifetime journey mapping. Know exactly who your customers are and where they stand.

Behavior Clusters360° ProfileJourney StageVIP Detection
Open Dashboard
📈

Demand Forecasting AI

Predict Product Demand

LIVE

Linear trend forecasting per SKU. 3-month demand prediction + reorder alerts for supply chain.

3M ForecastReorder AlertsTrend DetectionSupply Chain
Open Dashboard

Steva AI Platform · Built by Steven · Bali, Indonesia